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Topics of Huawei Certified ICT Associate-Artificial Intelligence

The following will be discussed in HUAWEI H13-311 practice exam and HUAWEI H13-311 practice exams:

  • Python programming nuts and bolts
  • Outline of Deep Learning
  • Outline of TensorFlow, programming nuts and bolts, and techniques for utilizing TensorFlow programming for picture acknowledgment, discourse acknowledgment, and human-machine exchange
  • Outline of computerized reasoning
  • Fundamental science information and pre-information for Deep Learning
  • Outline of Huawei cloud EI

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Understanding functional and technical aspects of Essential mathematics knowledge and pre-knowledge for Deep Learning

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  • Model: Linear Least Squares
  • Eigendecomposition
  • Moore-Penrose Pseudoinverse
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  • Organized Statistical Model
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  • Model: Principal Component Analysis
  • Restrictive Probability
  • Basic Probability Distribution
  • Determinants
  • Flood and Underflow
  • Particular Value Decomposition
  • Irregular Variables
  • Minor Probability
  • Ceaseless Variable
  • Numeric Calculation
  • Uncommon Matrices
  • Bayesian Rules
  • Imperative Optimization
  • Likelihood Distribution
  • Likelihood Theory and Information Theory
  • Assumption, Variance, and Covariance
  • Data Theory
  • Freedom and Conditional Independence
  • Sick Condition

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Understanding functional and technical aspects of Python programming basics

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  • Strings
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  • Word references
  • Capacities
  • Restrictive and Loop Statements
  • Record Manipulation
  • Date and Time
  • Records and Tuples
  • Prologue to Python

What is the duration, language, and format of Huawei Certified ICT Associate-Artificial Intelligence

  • Format: Multiple choices, multiple answers
  • Passing score: 80%
  • Number of Questions: 55
  • Length of Examination: 160 minutes

Huawei H13-311-ENU Exam Syllabus Topics:

SectionWeightObjectives
Python Programming Basics20%
Overview of Deep Learning25%
Essential Mathematics for Deep Learning20%
TensorFlow Programming Experiment Guide2%
Python Programming Experiment Guide5%
Huawei Cloud EI Overview8%
Overview of Artificial Intelligence9%
Math Basics Experiment Guide5%
TensorFlow Overview and Programming6%

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